Computational Information Geometry For Image and Signal Processing /

This book focuses on the application and development of information geometric methods in the analysis, classification and retrieval of images and signals. It provides introductory chapters to help those new to information geometry and applies the theory to several applications. This area has develop...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Nielsen, Frank (Επιμελητής έκδοσης), Critchley, Frank (Επιμελητής έκδοσης), Dodson, Christopher T. J. (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
Σειρά:Signals and Communication Technology,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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245 1 0 |a Computational Information Geometry  |h [electronic resource] :  |b For Image and Signal Processing /  |c edited by Frank Nielsen, Frank Critchley, Christopher T. J. Dodson. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2017. 
300 |a XIV, 299 p. 79 illus.  |b online resource. 
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490 1 |a Signals and Communication Technology,  |x 1860-4862 
505 0 |a Medical Applications -- Cognition and Learning -- Video Image Analysis -- Advanced Radar Processing. 
520 |a This book focuses on the application and development of information geometric methods in the analysis, classification and retrieval of images and signals. It provides introductory chapters to help those new to information geometry and applies the theory to several applications. This area has developed rapidly over recent years, propelled by the major theoretical developments in information geometry, efficient data and image acquisition and the desire to process and interpret large databases of digital information. The book addresses both the transfer of methodology to practitioners involved in database analysis and in its efficient computational implementation. 
650 0 |a Engineering. 
650 0 |a Coding theory. 
650 0 |a Probabilities. 
650 0 |a Statistics. 
650 0 |a Biomedical engineering. 
650 1 4 |a Engineering. 
650 2 4 |a Signal, Image and Speech Processing. 
650 2 4 |a Statistics and Computing/Statistics Programs. 
650 2 4 |a Probability Theory and Stochastic Processes. 
650 2 4 |a Coding and Information Theory. 
650 2 4 |a Biomedical Engineering. 
700 1 |a Nielsen, Frank.  |e editor. 
700 1 |a Critchley, Frank.  |e editor. 
700 1 |a Dodson, Christopher T. J.  |e editor. 
710 2 |a SpringerLink (Online service) 
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776 0 8 |i Printed edition:  |z 9783319470566 
830 0 |a Signals and Communication Technology,  |x 1860-4862 
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950 |a Engineering (Springer-11647)